A Model Combining Multi Branch Spectral-Temporal CNN, Efficient Channel Attention, and LightGBM For MI-BCI Classification - Jia, Hai; Yu, Shiqi; Yin, Shunjie; Liu, Lanxin; Yi, Chanlin; Xue, Kaiqing; Li, Fali; Yao, Dezhong; Xu, Peng; Zhang, Tao (IEEE transactions on neural systems and rehabilitation engineering, 2023)
Keywords: Artificial neural networks; attention mechanism; Brain; Brain modeling; Classification; Classification algorithms; Computer applications; Convolutional neural networks; Decoding; Deep learning; Domains; EEG; Electroencephalography; Feature extraction; Human-computer interface; Implants; LightGBM; Machine learning; Mental task performance; Modules; Motor imagery; Nervous system; Neural networks; Signal to noise ratio; spectral-temporal; Task analysis